{"id":"https://openalex.org/W2086954024","doi":"https://doi.org/10.1109/tit.2015.2424875","title":"Distinguishing Infections on Different Graph Topologies","display_name":"Distinguishing Infections on Different Graph Topologies","publication_year":2015,"publication_date":"2015-04-21","ids":{"openalex":"https://openalex.org/W2086954024","doi":"https://doi.org/10.1109/tit.2015.2424875","mag":"2086954024"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2015.2424875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2015.2424875","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Theory","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040832655","display_name":"Chris Milling","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chris Milling","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","Department of Electrical and Computer Engineering The University of Texas at Austin Austin TX USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering The University of Texas at Austin Austin TX USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053978837","display_name":"Constantine Caramanis","orcid":"https://orcid.org/0000-0001-9939-8378"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Constantine Caramanis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","Department of Electrical and Computer Engineering The University of Texas at Austin Austin TX USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering The University of Texas at Austin Austin TX USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036260775","display_name":"Shie Mannor","orcid":"https://orcid.org/0000-0003-4439-7647"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shie Mannor","raw_affiliation_strings":["Department of Electrical Engineering, Technion\u2014Israel Institute of Technology, Haifa, Israel","Department of Electrical Engineering, Technion??Israel Institute of Technology, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Technion\u2014Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Department of Electrical Engineering, Technion??Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028903768","display_name":"Sanjay Shakkottai","orcid":"https://orcid.org/0000-0002-4325-9050"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Shakkottai","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","Department of Electrical and Computer Engineering The University of Texas at Austin Austin TX USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering The University of Texas at Austin Austin TX USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040832655"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":1.4315,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81633722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"61","issue":"6","first_page":"3100","last_page":"3120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9477999806404114,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9373000264167786,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6468383073806763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5052176117897034},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41877004504203796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35961800813674927},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33941930532455444},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16807782649993896}],"concepts":[{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6468383073806763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5052176117897034},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41877004504203796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35961800813674927},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33941930532455444},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16807782649993896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tit.2015.2424875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2015.2424875","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Theory","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1164315207","display_name":null,"funder_award_id":"EFRI-0735905","funder_id":"https://openalex.org/F4320332169","funder_display_name":"Directorate for Computer and Information Science and Engineering"},{"id":"https://openalex.org/G157563095","display_name":null,"funder_award_id":"HDTRA 1-08-0029","funder_id":"https://openalex.org/F4320332186","funder_display_name":"Defense Threat Reduction Agency"},{"id":"https://openalex.org/G2829023719","display_name":null,"funder_award_id":"W911NF-11-1-0265","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G4591275873","display_name":null,"funder_award_id":"CNS-1017525","funder_id":"https://openalex.org/F4320332169","funder_display_name":"Directorate for Computer and Information Science and Engineering"},{"id":"https://openalex.org/G4985433476","display_name":null,"funder_award_id":"EECS-1056028","funder_id":"https://openalex.org/F4320332169","funder_display_name":"Directorate for Computer and Information Science and Engineering"},{"id":"https://openalex.org/G8598899510","display_name":null,"funder_award_id":"CNS-0721380","funder_id":"https://openalex.org/F4320332169","funder_display_name":"Directorate for Computer and Information Science and Engineering"}],"funders":[{"id":"https://openalex.org/F4320332169","display_name":"Directorate for Computer and Information Science and Engineering","ror":"https://ror.org/025kzpk63"},{"id":"https://openalex.org/F4320332186","display_name":"Defense Threat Reduction Agency","ror":"https://ror.org/04tz64554"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1526841711","https://openalex.org/W1677770578","https://openalex.org/W1914027636","https://openalex.org/W1984430808","https://openalex.org/W1989607057","https://openalex.org/W1990317614","https://openalex.org/W2008513013","https://openalex.org/W2018338889","https://openalex.org/W2032049676","https://openalex.org/W2036777551","https://openalex.org/W2038983716","https://openalex.org/W2042445889","https://openalex.org/W2072157164","https://openalex.org/W2079848860","https://openalex.org/W2091550504","https://openalex.org/W2093029384","https://openalex.org/W2111772797","https://openalex.org/W2115227517","https://openalex.org/W2150105124","https://openalex.org/W2555171551","https://openalex.org/W2625625722","https://openalex.org/W2996821993","https://openalex.org/W3101471473","https://openalex.org/W4238108362","https://openalex.org/W4247176319","https://openalex.org/W6739358062"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W4245490552","https://openalex.org/W4225152035","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W1587224694","https://openalex.org/W2042127053"],"abstract_inverted_index":{"The":[0,145],"history":[1],"of":[2,22,60,67,73,94,118,124,131,138,142,148,156,160],"infections":[3],"and":[4,12,26,37,43,177,198,211],"epidemics":[5],"holds":[6],"famous":[7],"examples":[8],"where":[9],"understanding,":[10],"containing,":[11],"ultimately":[13],"treating":[14],"an":[15,80,106,154],"outbreak":[16],"began":[17],"with":[18],"understanding":[19,155],"its":[20],"mode":[21],"spread.":[23],"Influenza,":[24],"HIV,":[25],"most":[27],"computer":[28],"viruses":[29],"spread":[30],"person":[31],"to":[32,35,114,152,174],"person,":[33],"device":[34],"device,":[36],"through":[38],"contact":[39,84,96],"networks;":[40],"Cholera,":[41],"Cancer,":[42],"seasonal":[44,99],"allergies,":[45],"on":[46],"the":[47,121,125,132,136,157,190,208,212],"other":[48,134],"hand,":[49],"do":[50,104],"not.":[51],"In":[52],"this":[53,149],"paper,":[54,150],"we":[55,103,193],"study":[56],"two":[57,204],"fundamental":[58],"questions":[59],"detection.":[61],"First,":[62],"given":[63],"a":[64,68,89,139],"snapshot":[65],"view":[66],"(perhaps":[69],"vanishingly":[70],"small)":[71],"fraction":[72],"those":[74],"infected,":[75],"under":[76,108],"what":[77,109],"conditions":[78,110,166],"is":[79,111,120,151,195,201],"epidemic":[81],"spreading":[82],"via":[83],"(e.g.,":[85,98],"Influenza),":[86],"distinguishable":[87],"from":[88],"random":[90],"illness":[91],"operating":[92],"independently":[93],"any":[95,129],"network":[97,117,161],"allergies)?":[100],"Second,":[101],"if":[102],"have":[105],"epidemic,":[107,133],"it":[112],"possible":[113],"determine":[115],"which":[116],"interactions":[119],"main":[122],"cause":[123],"spread-the":[126],"causative":[127],"network-without":[128],"knowledge":[130],"than":[135],"identity":[137],"minuscule":[140],"subsample":[141],"infected":[143],"nodes?":[144],"core,":[146],"therefore,":[147],"obtain":[153],"diagnostic":[158],"power":[159],"information.":[162],"We":[163,187],"derive":[164],"sufficient":[165],"that":[167,183,189],"networks":[168],"must":[169],"satisfy":[170],"for":[171],"these":[172,185],"problems":[173],"be":[175],"identifiable,":[176],"produce":[178],"efficient,":[179],"highly":[180],"scalable":[181],"algorithms":[182],"solve":[184],"problems.":[186],"show":[188],"identifiability":[191],"condition":[192],"give":[194],"fairly":[196],"mild,":[197],"in":[199],"particular,":[200],"satisfied":[202],"by":[203],"common":[205],"graph":[206],"topologies:":[207],"d-dimensional":[209],"grid,":[210],"Erd\u00f6s-Renyi":[213],"graphs.":[214]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}